VectorRAG
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Related Articles from SNS
UnWeaving the knots of GraphRAG -- turns out VectorRAG is almost enough
arXiv:2603.29875v3 Announce Type: replace Abstract: One of the key problems in Retrieval-augmented generation (RAG) systems is that chunk-based retrieval pipelines represent the source chunks as atomic objects, mixing the information contained within such a chunk into a single vector. These vector representations are then fundamentally treated as isolated, independent and self-sufficient, with no attempt to represent possible relations between them. Such an approach has no dedicated...